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I am currently studying zero knowledge proofs. (specifically A short tutorial of zero knowledge -- Oded Goldreich)

In the interactive proof system Definition it is required that the prover has unbounded computation capabilities (i.e. executes a computationally unbounded strategy) while the verifier has somehow bounded computation capabilities (i.e. executes a (probabilistic) polynomial time strategy ).

interactive proof definition with prover and verifier

What are the reasons for the prover to have more computational power than the verifier? Is it because we want the prover to be able to "cheat" in theory but not in practice (i.e. we prove soundness for the given the zkp protocol)?

Also: isn't it strange that the prover has more computation capabilities than the verifier, given that the verifier in principle can present transcripts as simulator?

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To add to baro77's answer:

What are the reasons for the prover to have more computational power than the verifier?

If the prover in an interactive protocol has the same power as the verifier, then there is no point of having a prover: the verifier can do, by itself, whatever the prover does in the protocol.$^*$ The prover need not always be necessarily unbounded though -- the notion of interactive protocols is meaningful as long as there is a `gap' between the capabilities of the two parties.

$^*$This is not the case, however, when the prover possesses some auxiliary information about the statement that the verifier doesn't, e.g., its witness when the statement is in $\mathbf{NP}$. Then one can talk about limited provers (e.g., as in this paper).

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It's just the general case, Goldreich's point of view deals with foundations, so he doesn't restrict Prover's computational power... however going on you'll meet a "soundness-relaxed" flavour of ZKPs: "Arguments" (vs. "Proofs") which mandates computationally bounded Prover, so being of more practical interest.

No cheating nor simulation requirements involved in choice of P's computational capabilities here.

Simulator's transcript doesn't stem from unbounded computational power but from being authorized to not respect protocol rules, meaning the order and/or number of exchanged messages (you'll find the term "rewinding"). V alone can be the author of the simulation, leveraging full control of its resources (specifically its message sending subroutine) in a new way compared to IP rules, just because unbounded computational power isn't requested for simulation

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